#!/usr/bin/env python3 import sys import json import time import subprocess import concurrent import concurrent.futures from pathlib import Path from utils import * class Av1an: """Av1an - Python framework for AV1, VP9, VP8 encodes.""" def __init__(self): self.__dict__.update(arg_parsing()) def conf(self): """Creation and reading of config files with saved settings""" if self.config: if self.config.exists(): with open(self.config) as f: c: dict = dict(json.load(f)) self.__dict__.update(c) else: with open(self.config, 'w') as f: c = dict() c['video_params'] = self.video_params c['encoder'] = self.encoder c['ffmpeg'] = self.ffmpeg c['audio_params'] = self.audio_params json.dump(c, f) # Changing pixel format, bit format self.pix_format = f'-strict -1 -pix_fmt {self.pix_format}' self.ffmpeg_pipe = f' {self.ffmpeg} {self.pix_format} -f yuv4mpegpipe - |' # Make sure that vmaf calculated after encoding if self.vmaf_target: self.vmaf = True if self.vmaf_path: if not Path(self.vmaf_path).exists(): print(f'No such model: {Path(self.vmaf_path).as_posix()}') terminate() if self.reuse_first_pass and self.encoder != 'aom' and self.split_method != 'aom_keyframes': print('Reusing the first pass is only supported with the aom encoder and aom_keyframes split method.') terminate() if self.video_params is None: self.video_params = get_default_params_for_encoder(self.encoder) def target_vmaf(self, source): # TODO speed up for vmaf stuff # TODO reduce complexity if self.vmaf_steps < 4: print('Target vmaf require more than 3 probes/steps') terminate() frames = frame_probe(source) probe = source.with_suffix(".mp4") try: # Making 4 fps probing file x264_probes(source, self.ffmpeg) # Making encoding fork fork = encoding_fork(self.min_cq, self.max_cq, self.vmaf_steps) # Making encoding commands cmd = vmaf_probes(probe, fork, self.ffmpeg_pipe) # Encoding probe and getting vmaf vmaf_cq = [] for count, i in enumerate(cmd): subprocess.run(i[0], shell=True) v = call_vmaf(i[1], i[2], model=self.vmaf_path, return_file=True) # Trying 25 percentile mean = read_vmaf_xml(v , 25) vmaf_cq.append((mean, i[3])) # Early Skip on big CQ if count == 0 and round(mean) > self.vmaf_target: log(f"File: {source.stem}, Fr: {frames}\n" \ f"Probes: {sorted([x[1] for x in vmaf_cq])}, Early Skip High CQ\n" \ f"Vmaf: {sorted([x[0] for x in vmaf_cq], reverse=True)}\n" \ f"Target CQ: {self.max_cq} Vmaf: {mean}\n\n") return self.max_cq # Early Skip on small CQ if count == 1 and round(mean) < self.vmaf_target: log(f"File: {source.stem}, Fr: {frames}\n" \ f"Probes: {sorted([x[1] for x in vmaf_cq])}, Early Skip Low CQ\n" \ f"Vmaf: {sorted([x[0] for x in vmaf_cq], reverse=True)}\n" \ f"Target CQ: {self.min_cq} Vmaf: {mean}\n\n") return self.min_cq x = [x[1] for x in sorted(vmaf_cq)] y = [float(x[0]) for x in sorted(vmaf_cq)] # Interpolate data cq, tl, f, xnew = interpolate_data(vmaf_cq, self.vmaf_target) if self.vmaf_plots: plot_probes(x, y, f, tl, self.min_cq, self.max_cq, probe, xnew, cq, frames, self.temp) log(f'File: {source.stem}, Fr: {frames}\n' \ f'Probes: {sorted([x[1] for x in vmaf_cq])}\n' \ f'Vmaf: {sorted([x[0] for x in vmaf_cq])}\n' \ f'Target CQ: {int(cq[0])} Vmaf: {round(float(cq[1]), 2)}\n\n') return int(cq[0]) except Exception as e: _, _, exc_tb = sys.exc_info() print(f'Error in vmaf_target {e} \nAt line {exc_tb.tb_lineno}') terminate() def encode(self, commands): """Single encoder command queue and logging output.""" commands, counter = commands[0], commands[1] try: st_time = time.time() source, target = Path(commands[-1][0]), Path(commands[-1][1]) frame_probe_source = frame_probe(source) # Target Vmaf Mode if self.vmaf_target: tg_cq = self.target_vmaf(source) cm1 = man_cq(commands[0], tg_cq) if self.passes == 2: cm2 = man_cq(commands[1], tg_cq) commands = (cm1, cm2) + commands[2:] else: commands = (cm1,) + commands[1:] # Boost if self.boost: commands = boosting(self.boost_limit, self.boost_range, source, commands, self.passes) # first pass reuse if self.reuse_first_pass: commands = remove_first_pass_from_commands(commands, self.passes) log(f'Enc: {source.name}, {frame_probe_source} fr\n\n') # Queue execution for i in commands[:-1]: tqdm_bar(i, self.encoder, counter, frame_probe_source, self.passes) frame_check(source, target, self.temp, self.no_check) frame_probe_fr = frame_probe(target) enc_time = round(time.time() - st_time, 2) log(f'Done: {source.name} Fr: {frame_probe_fr}\n' f'Fps: {round(frame_probe_fr / enc_time, 4)} Time: {enc_time} sec.\n\n') except Exception as e: _, _, exc_tb = sys.exc_info() print(f'Error in encoding loop {e}\nAt line {exc_tb.tb_lineno}') def encoding_loop(self, commands): """Creating process pool for encoders, creating progress bar.""" try: enc_path = self.temp / 'split' done_path = self.temp / 'done.json' if self.resume and done_path.exists(): log('Resuming...\n') with open(done_path) as f: data = json.load(f) total = data['total'] done = len(data['done']) initial = sum(data['done'].values()) log(f'Resumed with {done} encoded clips done\n\n') else: initial = 0 total = frame_probe_fast(self.input) if total < 1: total = frame_probe(self.input) d = {'total': total, 'done': {}} with open(done_path, 'w') as f: json.dump(d, f) clips = len([x for x in enc_path.iterdir() if x.suffix == ".mkv"]) self.workers = min(self.workers, clips) print(f'\rQueue: {clips} Workers: {self.workers} Passes: {self.passes}\n' f'Params: {self.video_params.strip()}') with concurrent.futures.ThreadPoolExecutor(max_workers=self.workers) as executor: counter = Manager().Counter(total, initial) future_cmd = {executor.submit(self.encode, (cmd, counter)): cmd for cmd in commands} for future in concurrent.futures.as_completed(future_cmd): future_cmd[future] try: future.result() except Exception as exc: _, _, exc_tb = sys.exc_info() print(f'Encoding error {exc}\nAt line {exc_tb.tb_lineno}') terminate() except KeyboardInterrupt: terminate() def video_encoding(self): """Encoding video on local machine.""" self.output_file = outputs_filenames(self.input, self.output_file) if self.resume and (self.temp / 'done.json').exists(): set_log(self.logging, self.temp) else: setup(self.temp, self.resume) set_log(self.logging, self.temp) # inherit video params from aom encode unless we are using a different encoder, then use defaults aom_keyframes_params = self.video_params if (self.encoder == 'aom') else AOM_KEYFRAMES_DEFAULT_PARAMS framenums = split_routine(self.input, self.scenes, self.split_method, self.temp, self.min_scene_len, self.queue, self.threshold, self.ffmpeg_pipe, aom_keyframes_params) if self.extra_split: framenums = extra_splits(self.input, framenums, self.extra_split) if self.reuse_first_pass: segment_first_pass(self.temp, framenums) segment(self.input, self.temp, framenums) extract_audio(self.input, self.temp, self.audio_params) chunk = get_video_queue(self.temp, self.resume) # Make encode queue commands = compose_encoding_queue(chunk, self.temp, self.encoder, self.video_params, self.ffmpeg_pipe, self.passes) log(f'Encoding Queue Composed\n' f'Encoder: {self.encoder.upper()} Queue Size: {len(commands)} Passes: {self.passes}\n' f'Params: {self.video_params}\n\n') self.workers = determine_resources(self.encoder, self.workers) self.encoding_loop(commands) try: concatenate_video(self.temp, self.output_file, keep=self.keep) except Exception as e: _, _, exc_tb = sys.exc_info() print(f'Concatenation failed, FFmpeg error\nAt line: {exc_tb.tb_lineno}\nError:{str(e)}') log(f'Concatenation failed, aborting, error: {e}\n') terminate() if self.vmaf: plot_vmaf(self.input, self.output_file, model=self.vmaf_path) def main_queue(self): # Todo: Redo Queue tm = time.time() self.queue, self.input = process_inputs(self.input) if self.queue: for file in self.queue: tm = time.time() self.input = file print(f'Encoding: {file}') self.output_file = None self.video_encoding() print(f'Finished: {round(time.time() - tm, 1)}s\n') else: self.video_encoding() print(f'Finished: {round(time.time() - tm, 1)}s') def main_thread(self): """Main.""" startup_check() self.conf() check_executables(self.encoder) self.main_queue() def main(): try: Av1an().main_thread() except KeyboardInterrupt: print('Encoding stopped') sys.exit() if __name__ == '__main__': main()